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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What is the role of unsupervised learning in anomaly detection?
RELATED INTERVIEW QUESTIONS
What is the role of unsupervised learning in anomaly detection?
What is Data Analytics, and how is it used to make better business decisions? Explain its key techniques and applications with examples.
How would you optimize the performance of a recommendation system for personalized product suggestions?
What is an anomaly detection system, and how would you implement it in Python?
What is the concept of feature extraction in computer vision?
What is Principal Component Analysis (PCA) used for in data reduction?
Explain the concept of a data pipeline and its components in an analytics workflow.
How do you assess the impact of outliers in your data and model predictions?
How do you deal with skewed data in regression models?
What is the difference between parametric and non-parametric tests in hypothesis testing?
What is the importance of hyperparameter tuning in machine learning models?
What is transfer learning, and how is it useful in deep learning?
How do you deal with temporal dependencies in time-series forecasting?
What is the purpose of a ROC curve in model evaluation?
How do you analyze multi-class classification problems with machine learning?
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